How can I handle errors in CuPy effectively?

How can I handle errors in CuPy effectively?

You can handle errors in CuPy by using try-except blocks to catch exceptions. Would you like an example?

Yes, please provide an example of using try-except with CuPy.

Sure! Here's a simple example:

import cupy as cp

try:
    a = cp.array([1, 2, 3])
    b = cp.array([4, 5, 6])
    c = cp.dot(a, b)
except cp.cuda.runtime.CUDARuntimeError as e:
    print(f'CUDA error: {e}')

This will catch any CUDA-related errors that occur during the operation.

What other types of errors should I be aware of when using CuPy?

In addition to CUDA runtime errors, you should also be aware of memory allocation errors and type errors. Always check your data types and ensure you have enough GPU memory for your operations.